{"id":"https://openalex.org/W7130507494","doi":"https://doi.org/10.1007/978-3-032-17216-7_2","title":"Experimenting Federated AI Models for\u00a0Hematological Diseases","display_name":"Experimenting Federated AI Models for\u00a0Hematological Diseases","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7130507494","doi":"https://doi.org/10.1007/978-3-032-17216-7_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-17216-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-17216-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078252779","display_name":"Luciana Carota","orcid":"https://orcid.org/0000-0002-9217-4600"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luciana Carota","raw_affiliation_strings":["Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9217-4600","affiliations":[{"raw_affiliation_string":"Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115011403","display_name":"Francesco Casadei","orcid":"https://orcid.org/0009-0006-0789-546X"},"institutions":[{"id":"https://openalex.org/I4210123211","display_name":"Istituto delle Scienze Neurologiche di Bologna","ror":"https://ror.org/02mgzgr95","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210119117","https://openalex.org/I4210123211","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Casadei","raw_affiliation_strings":["IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0009-0006-0789-546X","affiliations":[{"raw_affiliation_string":"IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210123211","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125432855","display_name":"G. Asti","orcid":null},"institutions":[{"id":"https://openalex.org/I1339471597","display_name":"Humanitas University","ror":"https://ror.org/020dggs04","country_code":"IT","type":"education","lineage":["https://openalex.org/I1339471597"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Asti","raw_affiliation_strings":["Humanitas Clinical and Research Center IRCCS, Milan, Italy"],"raw_orcid":"https://orcid.org/0009-0006-9078-6482","affiliations":[{"raw_affiliation_string":"Humanitas Clinical and Research Center IRCCS, Milan, Italy","institution_ids":["https://openalex.org/I1339471597","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122290840","display_name":"Davide Piscia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142206","display_name":"Centro Nacional de An\u00e1lisis Gen\u00f3mico","ror":"https://ror.org/03mynna02","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210142206"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Davide Piscia","raw_affiliation_strings":["Centro Nacional de An\u00e1lisis Gen\u00f3mico, C/Baldiri Reixac 4, 08028, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0468-0408","affiliations":[{"raw_affiliation_string":"Centro Nacional de An\u00e1lisis Gen\u00f3mico, C/Baldiri Reixac 4, 08028, Barcelona, Spain","institution_ids":["https://openalex.org/I4210142206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101526322","display_name":"Patricia A. Apell\u00e1niz","orcid":"https://orcid.org/0000-0002-8604-9758"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Patricia A. Apell\u00e1niz","raw_affiliation_strings":["Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8604-9758","affiliations":[{"raw_affiliation_string":"Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010365030","display_name":"Saverio D\u2019Amico","orcid":"https://orcid.org/0000-0003-1877-8497"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saverio D\u2019Amico","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1877-8497","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125442456","display_name":"R. Biondi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123211","display_name":"Istituto delle Scienze Neurologiche di Bologna","ror":"https://ror.org/02mgzgr95","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210119117","https://openalex.org/I4210123211","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Biondi","raw_affiliation_strings":["IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8682-3782","affiliations":[{"raw_affiliation_string":"IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210123211","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045933405","display_name":"Claudia Sala","orcid":"https://orcid.org/0000-0003-4031-4648"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudia Sala","raw_affiliation_strings":["Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4031-4648","affiliations":[{"raw_affiliation_string":"Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125470607","display_name":"N. Merleau","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]},{"id":"https://openalex.org/I4210119712","display_name":"Max Planck Institute for Mathematics","ror":"https://ror.org/02dh8ja68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210119712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nono S. C. Merleau","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences of Leipzig, Leipzig, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3150-6250","affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences of Leipzig, Leipzig, Germany","institution_ids":["https://openalex.org/I4210119712","https://openalex.org/I4210091327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126421332","display_name":"Michel S. J. van Deventer","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I3018483916","display_name":"University Medical Center Utrecht","ror":"https://ror.org/0575yy874","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I3018483916"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michel S. J. van Deventer","raw_affiliation_strings":["UMC Utrecht, Utrecht, The Netherlands"],"raw_orcid":"https://orcid.org/0009-0005-7918-0319","affiliations":[{"raw_affiliation_string":"UMC Utrecht, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353","https://openalex.org/I3018483916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082627101","display_name":"Raffaella Colombatti","orcid":"https://orcid.org/0000-0001-9797-0457"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Raffaella Colombatti","raw_affiliation_strings":["Department of Women\u2019s and Children\u2019s Health, University of Padua, Padua, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9797-0457","affiliations":[{"raw_affiliation_string":"Department of Women\u2019s and Children\u2019s Health, University of Padua, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064767215","display_name":"Elisabetta Mezzalira","orcid":"https://orcid.org/0000-0003-0486-0342"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisabetta Mezzalira","raw_affiliation_strings":["Department of Women\u2019s and Children\u2019s Health, University of Padua, Padua, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0486-0342","affiliations":[{"raw_affiliation_string":"Department of Women\u2019s and Children\u2019s Health, University of Padua, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121405816","display_name":"Maria del Mar Ma\u00f1\u00fa Pereira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102407","display_name":"Vall d'Hebron Institut de Recerca","ror":"https://ror.org/01d5vx451","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210102407","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda del Mar Ma\u00f1\u00fa Pereira","raw_affiliation_strings":["Vall d\u2019Hebron Research Institute, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4770-7460","affiliations":[{"raw_affiliation_string":"Vall d\u2019Hebron Research Institute, Barcelona, Spain","institution_ids":["https://openalex.org/I4210102407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024688809","display_name":"Sara Isabel Reidel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102407","display_name":"Vall d'Hebron Institut de Recerca","ror":"https://ror.org/01d5vx451","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210102407","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sara Isabel Reidel","raw_affiliation_strings":["Vall d\u2019Hebron Research Institute, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1887-9538","affiliations":[{"raw_affiliation_string":"Vall d\u2019Hebron Research Institute, Barcelona, Spain","institution_ids":["https://openalex.org/I4210102407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126402585","display_name":"Stefano Polizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Polizzi","raw_affiliation_strings":["Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5264-5156","affiliations":[{"raw_affiliation_string":"Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088398232","display_name":"Sara Peluso","orcid":"https://orcid.org/0000-0003-1924-1093"},"institutions":[{"id":"https://openalex.org/I4210119117","display_name":"Azienda USL di Bologna","ror":"https://ror.org/02mby1820","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210119117"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Peluso","raw_affiliation_strings":["Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","IRCCS Azienda Ospedaliero - Universitaria di Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1924-1093","affiliations":[{"raw_affiliation_string":"Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"IRCCS Azienda Ospedaliero - Universitaria di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210119117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004746353","display_name":"Cesare Rollo","orcid":"https://orcid.org/0000-0001-6093-1454"},"institutions":[{"id":"https://openalex.org/I4210118299","display_name":"Institute for Biomedicine","ror":"https://ror.org/02hsggv49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I1319360392","https://openalex.org/I4210118299"]},{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]}],"countries":["BY","IT"],"is_corresponding":false,"raw_author_name":"Cesare Rollo","raw_affiliation_strings":["Computational Biomedicine Unit Department of Medical Sciences, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6093-1454","affiliations":[{"raw_affiliation_string":"Computational Biomedicine Unit Department of Medical Sciences, Turin, Italy","institution_ids":["https://openalex.org/I4210128510","https://openalex.org/I4210118299"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008327028","display_name":"Tiziana Sanavia","orcid":"https://orcid.org/0000-0003-3288-0631"},"institutions":[{"id":"https://openalex.org/I4210118299","display_name":"Institute for Biomedicine","ror":"https://ror.org/02hsggv49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I1319360392","https://openalex.org/I4210118299"]},{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]}],"countries":["BY","IT"],"is_corresponding":false,"raw_author_name":"Tiziana Sanavia","raw_affiliation_strings":["Computational Biomedicine Unit Department of Medical Sciences, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3288-0631","affiliations":[{"raw_affiliation_string":"Computational Biomedicine Unit Department of Medical Sciences, Turin, Italy","institution_ids":["https://openalex.org/I4210128510","https://openalex.org/I4210118299"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125456187","display_name":"P. Fariselli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118299","display_name":"Institute for Biomedicine","ror":"https://ror.org/02hsggv49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I1319360392","https://openalex.org/I4210118299"]},{"id":"https://openalex.org/I4210128510","display_name":"Department of Medical Sciences","ror":"https://ror.org/049c9xv68","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210128510"]}],"countries":["BY","IT"],"is_corresponding":false,"raw_author_name":"Piero Fariselli","raw_affiliation_strings":["Computational Biomedicine Unit Department of Medical Sciences, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1811-4762","affiliations":[{"raw_affiliation_string":"Computational Biomedicine Unit Department of Medical Sciences, Turin, Italy","institution_ids":["https://openalex.org/I4210128510","https://openalex.org/I4210118299"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122223834","display_name":"Juan Parras","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Parras","raw_affiliation_strings":["Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7028-3179","affiliations":[{"raw_affiliation_string":"Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071195400","display_name":"Alejandro Almod\u00f3var","orcid":"https://orcid.org/0009-0006-0900-4026"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Almod\u00f3var","raw_affiliation_strings":["Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0009-0006-0900-4026","affiliations":[{"raw_affiliation_string":"Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125448399","display_name":"S. Zazo","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Santiago Zazo","raw_affiliation_strings":["Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9073-7927","affiliations":[{"raw_affiliation_string":"Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Matteo Della Porta","orcid":"https://orcid.org/0000-0002-6915-5970"},"institutions":[{"id":"https://openalex.org/I1339471597","display_name":"Humanitas University","ror":"https://ror.org/020dggs04","country_code":"IT","type":"education","lineage":["https://openalex.org/I1339471597"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Della Porta","raw_affiliation_strings":["Humanitas Clinical and Research Center IRCCS, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6915-5970","affiliations":[{"raw_affiliation_string":"Humanitas Clinical and Research Center IRCCS, Milan, Italy","institution_ids":["https://openalex.org/I1339471597","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021752240","display_name":"Federico Castillo \u00c1lvarez","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Federico Alvarez","raw_affiliation_strings":["Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-7400-9591","affiliations":[{"raw_affiliation_string":"Information Processing and Telecommunications Center, ETS Ingenieros de Telecomunicaci\u00f3n, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125439984","display_name":"G. Castellani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119117","display_name":"Azienda USL di Bologna","ror":"https://ror.org/02mby1820","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210119117"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gastone Castellani","raw_affiliation_strings":["Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","IRCCS Azienda Ospedaliero - Universitaria di Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4892-925X","affiliations":[{"raw_affiliation_string":"Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"IRCCS Azienda Ospedaliero - Universitaria di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210119117"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017491241","display_name":"Enrico Giampieri","orcid":"https://orcid.org/0000-0003-2269-2338"},"institutions":[{"id":"https://openalex.org/I4210119117","display_name":"Azienda USL di Bologna","ror":"https://ror.org/02mby1820","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210119117"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Giampieri","raw_affiliation_strings":["Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","IRCCS Azienda Ospedaliero - Universitaria di Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2269-2338","affiliations":[{"raw_affiliation_string":"Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]},{"raw_affiliation_string":"IRCCS Azienda Ospedaliero - Universitaria di Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210119117"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":26,"corresponding_author_ids":["https://openalex.org/A5078252779"],"corresponding_institution_ids":["https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41036184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.24650000035762787,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.24650000035762787,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.1185000017285347,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.0502999983727932,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.9383999705314636},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6439999938011169},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5128999948501587},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4984000027179718},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.420199990272522},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.35670000314712524},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.34380000829696655}],"concepts":[{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.9383999705314636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.810699999332428},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6439999938011169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5249000191688538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5248000025749207},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5128999948501587},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4984000027179718},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.420199990272522},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.35670000314712524},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.34380000829696655},{"id":"https://openalex.org/C2779436431","wikidata":"https://www.wikidata.org/wiki/Q30672407","display_name":"Policy learning","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.3142000138759613},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.3068000078201294},{"id":"https://openalex.org/C153668964","wikidata":"https://www.wikidata.org/wiki/Q27636","display_name":"Majority rule","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.2549999952316284}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-17216-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-17216-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:cris.unibo.it:11585/1046590","is_oa":false,"landing_page_url":"https://hdl.handle.net/11585/1046590","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.40774834156036377,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W187238933","https://openalex.org/W2051434435","https://openalex.org/W2084139018","https://openalex.org/W2107820422","https://openalex.org/W2279364518","https://openalex.org/W2326726820","https://openalex.org/W2753919178","https://openalex.org/W3045674654","https://openalex.org/W3046653923","https://openalex.org/W3185713618","https://openalex.org/W3186209406","https://openalex.org/W4251556461","https://openalex.org/W4280499562","https://openalex.org/W4294770642","https://openalex.org/W4297726681","https://openalex.org/W4362603537","https://openalex.org/W4386608426","https://openalex.org/W4393061146","https://openalex.org/W4405047802","https://openalex.org/W4408154537"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-02-19T00:00:00"}